Pith Number

pith:E62TMJFZ

pith:2022:E62TMJFZNNG754YWD6FZHNLVOI

not attested not anchored not stored refs pending

Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning as a Framework for Emergent Behavior

Hossein Haeri, Kshitij Jerath, Reza Ahmadzadeh

arxiv:2207.05886 v2 · 2022-07-12 · cs.AI · cs.MA · cs.SI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E62TMJFZNNG754YWD6FZHNLVOI}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Investigating the Impact of Subgraph Social Structure Preference on the Strategic Behavior of Networked Mixed-Motive Learning Agents

Receipt and verification

First computed	2026-07-05T04:40:12.070722Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27b53624b96b4dfef3161f8b93b5757206dd8c0c1afc83e7db8bfd3b78e33097

Aliases

arxiv: 2207.05886 · arxiv_version: 2207.05886v2 · doi: 10.48550/arxiv.2207.05886 · pith_short_12: E62TMJFZNNG7 · pith_short_16: E62TMJFZNNG754YW · pith_short_8: E62TMJFZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/E62TMJFZNNG754YWD6FZHNLVOI \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 27b53624b96b4dfef3161f8b93b5757206dd8c0c1afc83e7db8bfd3b78e33097

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74ecbd4e340ebe36c39fbcbe4dad07ac3dae1df468f26e53cbf9fb4e4f4d2b43",
    "cross_cats_sorted": [
      "cs.MA",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-07-12T23:27:42Z",
    "title_canon_sha256": "cd44afcf03296e0697efd3f6f3c4409207ad17d4b6411b0554aec7541de90578"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.05886",
    "kind": "arxiv",
    "version": 2
  }
}